DEVELOPMENT... OpenML
Run
31514

Run 31514

Task 4607 (Supervised Classification) pc4 Uploaded 13-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I80
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9332
Per class
Build CPU time
3.1088
Build memory
1182054508.4516
F measure
0.9053
Per class
Kappa
0.5353
KB relative information score
4380.4435
Mean absolute error
0.1182
Mean prior absolute error
0.2148
Number of instances
14580
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9031
Per class
Predictive accuracy
0.9107
Prior entropy
0.5368
Recall
0.9107
Per class
Relative absolute error
0.5505
Root mean prior squared error
0.3274
Root mean squared error
0.2429
Root relative squared error
0.7419
SciMark benchmark
945.3632